Introduces CP and SL to balance modalities and stabilize training in MSA, reporting SOTA results on CMU-MOSI with component ablations.
On-the-fly modulation for balanced multimodal learning,
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A Conflict-Aware Penalty and Statistical Loss Framework for Balancing Modalities and Enhancing Stability in Multimodal Sentiment Analysis
Introduces CP and SL to balance modalities and stabilize training in MSA, reporting SOTA results on CMU-MOSI with component ablations.